3 papers
cs.CL2026
Long Chain-of-Thought Reasoning Across Languages
Josh Barua, Seun Eisape, Kayo Yin +1
While large reasoning models have shown remarkable ability to generate long chains-of-thought (CoTs) in English, we still lack understanding of how these long-form reasoning abilit…
cs.CV2025
Improving Medical Visual Representations via Radiology Report Generation
Keegan Quigley, Miriam Cha, Josh Barua +4
Vision-language pretraining has been shown to produce high-quality visual encoders which transfer efficiently to downstream computer vision tasks. Contrastive learning approaches h…
cs.CL2024
Using Language Models to Disambiguate Lexical Choices in Translation
Josh Barua, Sanjay Subramanian, Kayo Yin +1
In translation, a concept represented by a single word in a source language can have multiple variations in a target language. The task of lexical selection requires using context…